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QA4PC Dataset (paper: Cross-Policy Compliance Detection via Question Answering)

Train Sets

To create training set or entailment and QA tasks, download the ShARC data from here: https://sharc-data.github.io/data.html. After that, run the script from create_train_from_sharc.py, by providing the path to the ShARC train and development sets.

Evaluation Sets

Entailment Data

The following files contain the data for the entailment task. This includes the policy + questions, a scenario and an answer (Yes, No, Maybe). Each datapoint also contain the information from the ShARC dataset such as tree_id and source_url.

  • dev_entailment_qa4pc.json
  • test_entailment_qa4pc.json

QA Data

The following files contain the data for the QA task.

  • dev_sc_qa4pc.json
  • test_sc_qa4pc.json

The following file contains the expression tree data for the dev and test sets. Each tree includes a policy, a set of questions and a logical expression.

  • trees_dev_test_qa4pc.json